糖尿病肾病风险分层干预的健康经济评价

IF 10.2 1区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Tosha A Kalhan,Miyang Luo,Jia Hui Chai,E Shyong Tai,Su Chi Lim,Thomas M Coffman,Kavita Venkataraman
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引用次数: 0

摘要

目的/假设本研究旨在模拟亚洲多种族人群中糖尿病肾病(DKD)的进展,并评估风险分层干预对DKD管理的经济影响。方法采用新加坡糖尿病队列(N=9660),构建多状态马尔可夫模型,根据肾病:改善全球结局(KDIGO)指南推导出慢性肾脏疾病(CKD)疾病进展的阶段特异性转移概率。这些数据在50%的培训和50%的测试数据集中进行了内部验证,并在国家行政数据集中进一步验证(N=73,256)。基于egfr定义的DKD风险阶段,从医疗保健系统的角度,在不同的时间范围内,对低风险(G0-G2)和高风险个体(G3-G4)进行了钠-葡萄糖共转运蛋白2抑制剂(SGLT2is)假设干预的成本效益和预算影响分析。每年,超过一半的参与者(53.0-88.8%)停留在相同的DKD阶段,在G0和G1阶段之间进展或回归到下一个DKD阶段的概率最高。SGLT2i干预在短期和长期低风险(而非高风险)2型糖尿病患者中均具有成本效益。此外,假设市场占有率每年增长5%,实施SGLT2i干预措施将导致5年累计成本增加41.5%。结论/解释:我们基于现实世界的数据建立了一个稳健的DKD进展模型,并通过对已知有效性的风险分层干预措施进行经济建模来证明其价值。该模型可以帮助决策者和卫生专业人员评估人口水平的干预措施,以作出基于证据的政策决定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Health economic evaluation of a risk-stratified intervention in diabetic kidney disease.
AIMS/HYPOTHESIS The study aimed to model the progression of diabetic kidney disease (DKD) in a multi-ethnic Asian population and evaluate the economic impact of a risk-stratified intervention for DKD management. METHODS Using the Singapore Diabetic Cohort (N=9660), multi-state Markov models were constructed to derive chronic kidney disease (CKD) stage-specific transition probabilities for disease progression based on Kidney Disease: Improving Global Outcomes (KDIGO) guidelines. These were internally validated in 50% training and 50% testing datasets and further validated in national administrative datasets (N=73,256). A cost-effectiveness and budget impact analysis for a hypothetical intervention of sodium-glucose cotransporter 2 inhibitors (SGLT2is) was conducted from a healthcare system perspective, across different time horizons, in low-risk (G0-G2) and high-risk individuals (G3-G4) based on eGFR-defined DKD risk stages. RESULTS Annually, more than half of the participants (53.0-88.8%) stayed in the same DKD stage, with the probabilities of progressing or regressing to the next DKD stage being highest between stages G0 and G1. The SGLT2i intervention was cost-effective when given in low-risk, but not in high-risk, individuals with type 2 diabetes in both the short and the long term. Additionally, implementing the SGLT2i intervention would incur a 5 year cumulative cost increase of 41.5%, assuming an annual 5% increase in market uptake. CONCLUSIONS/INTERPRETATION We developed a robust model of DKD progression based on real-world data and demonstrated its value through economic modelling of risk-stratified interventions with known effectiveness. This model can aid policymakers and health professionals in evaluating population-level interventions for evidence-based policy decisions.
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来源期刊
Diabetologia
Diabetologia 医学-内分泌学与代谢
CiteScore
18.10
自引率
2.40%
发文量
193
审稿时长
1 months
期刊介绍: Diabetologia, the authoritative journal dedicated to diabetes research, holds high visibility through society membership, libraries, and social media. As the official journal of the European Association for the Study of Diabetes, it is ranked in the top quartile of the 2019 JCR Impact Factors in the Endocrinology & Metabolism category. The journal boasts dedicated and expert editorial teams committed to supporting authors throughout the peer review process.
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